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Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges

BACKGROUND: To introduce and compare multiple biological effectiveness guided (BG) proton plan optimization strategies minimizing variable relative biological effectiveness (RBE) induced dose burden in organs at risk (OAR) while maintaining plan quality with a constant RBE. METHODS: Dose-optimized (...

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Autores principales: Hahn, Christian, Heuchel, Lena, Ödén, Jakob, Traneus, Erik, Wulff, Jörg, Plaude, Sandija, Timmermann, Beate, Bäumer, Christian, Lühr, Armin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587622/
https://www.ncbi.nlm.nih.gov/pubmed/36273132
http://dx.doi.org/10.1186/s13014-022-02143-x
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author Hahn, Christian
Heuchel, Lena
Ödén, Jakob
Traneus, Erik
Wulff, Jörg
Plaude, Sandija
Timmermann, Beate
Bäumer, Christian
Lühr, Armin
author_facet Hahn, Christian
Heuchel, Lena
Ödén, Jakob
Traneus, Erik
Wulff, Jörg
Plaude, Sandija
Timmermann, Beate
Bäumer, Christian
Lühr, Armin
author_sort Hahn, Christian
collection PubMed
description BACKGROUND: To introduce and compare multiple biological effectiveness guided (BG) proton plan optimization strategies minimizing variable relative biological effectiveness (RBE) induced dose burden in organs at risk (OAR) while maintaining plan quality with a constant RBE. METHODS: Dose-optimized (DOSEopt) proton pencil beam scanning reference treatment plans were generated for ten cranial patients with prescription doses ≥ 54 Gy(RBE) and ≥ 1 OAR close to the clinical target volume (CTV). For each patient, four additional BG plans were created. BG objectives minimized either proton track-ends, dose-averaged linear energy transfer (LET(d)), energy depositions from high-LET protons or variable RBE-weighted dose (D(RBE)) in adjacent serially structured OARs. Plan quality (RBE = 1.1) was assessed by CTV dose coverage and robustness (2 mm setup, 3.5% density), dose homogeneity and conformity in the planning target volumes and adherence to OAR tolerance doses. LET(d), D(RBE) (Wedenberg model, α/β(CTV) = 10 Gy, α/β(OAR) = 2 Gy) and resulting normal tissue complication probabilities (NTCPs) for blindness and brainstem necrosis were derived. Differences between DOSEopt and BG optimized plans were assessed and statistically tested (Wilcoxon signed rank, α = 0.05). RESULTS: All plans were clinically acceptable. DOSEopt and BG optimized plans were comparable in target volume coverage, homogeneity and conformity. For recalculated D(RBE) in all patients, all BG plans significantly reduced near-maximum D(RBE) to critical OARs with differences up to 8.2 Gy(RBE) (p < 0.05). Direct D(RBE) optimization primarily reduced absorbed dose in OARs (average ΔD(mean) = 2.0 Gy; average ΔLET(d,mean) = 0.1 keV/µm), while the other strategies reduced LET(d) (average ΔD(mean) < 0.3 Gy; average ΔLET(d,mean) = 0.5 keV/µm). LET-optimizing strategies were more robust against range and setup uncertaintes for high-dose CTVs than D(RBE) optimization. All BG strategies reduced NTCP for brainstem necrosis and blindness on average by 47% with average and maximum reductions of 5.4 and 18.4 percentage points, respectively. CONCLUSIONS: All BG strategies reduced variable RBE-induced NTCPs to OARs. Reducing LET(d) in high-dose voxels may be favourable due to its adherence to current dose reporting and maintenance of clinical plan quality and the availability of reported LET(d) and dose levels from clinical toxicity reports after cranial proton therapy. These optimization strategies beyond dose may be a first step towards safely translating variable RBE optimization in the clinics.
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spelling pubmed-95876222022-10-23 Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges Hahn, Christian Heuchel, Lena Ödén, Jakob Traneus, Erik Wulff, Jörg Plaude, Sandija Timmermann, Beate Bäumer, Christian Lühr, Armin Radiat Oncol Research BACKGROUND: To introduce and compare multiple biological effectiveness guided (BG) proton plan optimization strategies minimizing variable relative biological effectiveness (RBE) induced dose burden in organs at risk (OAR) while maintaining plan quality with a constant RBE. METHODS: Dose-optimized (DOSEopt) proton pencil beam scanning reference treatment plans were generated for ten cranial patients with prescription doses ≥ 54 Gy(RBE) and ≥ 1 OAR close to the clinical target volume (CTV). For each patient, four additional BG plans were created. BG objectives minimized either proton track-ends, dose-averaged linear energy transfer (LET(d)), energy depositions from high-LET protons or variable RBE-weighted dose (D(RBE)) in adjacent serially structured OARs. Plan quality (RBE = 1.1) was assessed by CTV dose coverage and robustness (2 mm setup, 3.5% density), dose homogeneity and conformity in the planning target volumes and adherence to OAR tolerance doses. LET(d), D(RBE) (Wedenberg model, α/β(CTV) = 10 Gy, α/β(OAR) = 2 Gy) and resulting normal tissue complication probabilities (NTCPs) for blindness and brainstem necrosis were derived. Differences between DOSEopt and BG optimized plans were assessed and statistically tested (Wilcoxon signed rank, α = 0.05). RESULTS: All plans were clinically acceptable. DOSEopt and BG optimized plans were comparable in target volume coverage, homogeneity and conformity. For recalculated D(RBE) in all patients, all BG plans significantly reduced near-maximum D(RBE) to critical OARs with differences up to 8.2 Gy(RBE) (p < 0.05). Direct D(RBE) optimization primarily reduced absorbed dose in OARs (average ΔD(mean) = 2.0 Gy; average ΔLET(d,mean) = 0.1 keV/µm), while the other strategies reduced LET(d) (average ΔD(mean) < 0.3 Gy; average ΔLET(d,mean) = 0.5 keV/µm). LET-optimizing strategies were more robust against range and setup uncertaintes for high-dose CTVs than D(RBE) optimization. All BG strategies reduced NTCP for brainstem necrosis and blindness on average by 47% with average and maximum reductions of 5.4 and 18.4 percentage points, respectively. CONCLUSIONS: All BG strategies reduced variable RBE-induced NTCPs to OARs. Reducing LET(d) in high-dose voxels may be favourable due to its adherence to current dose reporting and maintenance of clinical plan quality and the availability of reported LET(d) and dose levels from clinical toxicity reports after cranial proton therapy. These optimization strategies beyond dose may be a first step towards safely translating variable RBE optimization in the clinics. BioMed Central 2022-10-22 /pmc/articles/PMC9587622/ /pubmed/36273132 http://dx.doi.org/10.1186/s13014-022-02143-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Hahn, Christian
Heuchel, Lena
Ödén, Jakob
Traneus, Erik
Wulff, Jörg
Plaude, Sandija
Timmermann, Beate
Bäumer, Christian
Lühr, Armin
Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
title Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
title_full Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
title_fullStr Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
title_full_unstemmed Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
title_short Comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
title_sort comparing biological effectiveness guided plan optimization strategies for cranial proton therapy: potential and challenges
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587622/
https://www.ncbi.nlm.nih.gov/pubmed/36273132
http://dx.doi.org/10.1186/s13014-022-02143-x
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